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aimdb-dev

aimdb-mcp

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    TDQS

    A3.6/5.0

    Scored across 30 tools

    Disambiguation4/5

    Most tools target clearly distinct runtime or architecture actions, such as get_record vs. drain_record vs. set_record. The proposal tools are mostly well separated, though propose_add_record, propose_modify_fields, and propose_modify_key_variants can overlap for record-definition edits, requiring description-level reading to choose correctly.

    Naming Consistency4/5

    The set is overwhelmingly snake_case and most names follow a verb_noun pattern like get_record, set_record, and propose_add_task. Minor deviations exist: graph_nodes/graph_edges/graph_topo_order are noun-first, and remove_task/rename_record behave like proposals but lack the propose_ prefix used elsewhere.

    Tool Count3/5

    With 30 tools, the server is heavy for an agent tool surface and splits attention across runtime inspection, graph analysis, profiling, and architecture proposals. The tools are not redundant, but the count is high enough that selection pressure and prompt load become concerns.

    Completeness4/5

    The surface covers runtime discovery, reads/writes, schema, metrics, profiling, graph topology, validation, and a broad architecture proposal lifecycle. A few gaps remain, such as no explicit remove_connector or modify_task/binary operation, but agents can likely work around them through adjacent proposals.

    Maintenance

    ActivityActive
    ResponsivenessSlow